Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9487496 | 0.8030256 | 0.5479456 |
| bt | 0.8939487 | 0.7116394 | 0.4384937 |
| maxnet | 0.8944119 | 0.7116394 | NA |
| gam | 0.8879284 | 0.6971287 | 0.4069619 |
| glm | 0.8990429 | 0.6980550 | 0.4223170 |